986 citations · 2k across the 50 of their papers we have counts for
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Combinatorial clustering and the beta negative binomial process
Tamara Broderick, Lester Mackey, John Paisley +1
We develop a Bayesian nonparametric approach to a general family of latent class problems in which individuals can belong simultaneously to multiple classes and where each class ca…
The Stick-Breaking Construction of the Beta Process as a Poisson Process
John Paisley, David Blei, Michael I. Jordan
We show that the stick-breaking construction of the beta process due to Paisley, et al. (2010) can be obtained from the characterization of the beta process as a Poisson process. S…
The Discrete Infinite Logistic Normal Distribution
John Paisley, Chong Wang, David Blei
We present the discrete infinite logistic normal distribution (DILN), a Bayesian nonparametric prior for mixed membership models. DILN is a generalization of the hierarchical Diric…